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Algorithmic muse reconsidered: creativity, constraint, and the politics of machine co-authorship Tope Joseph Olorunmola; Ahmad Dafa Asyaddad
Lingua Technica: Journal of Digital Literary Studies Vol. 2 No. 2 (2026): Meta-literature: between authorship and machine-mediated literary creativity
Publisher : Asosiasi Relawan dan Pengelola Jurnal LPTNU (ARJUNU)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64595/lingtech.v2i2.157

Abstract

Background: Generative artificial intelligence has transformed literary production across publishing, education, cultural industries, and digital platforms while intensifying disputes over creativity, attribution, ownership, accountability, and platform power. Objective: This study examines how creative agency, constraint regimes, and authorship governance are configured across contemporary machine co-authorship discourse and what these configurations reveal about institutional legitimacy. Method: Using qualitative comparative documentary analysis, this study coded forty publicly accessible records comprising thirteen primary documents, seventeen secondary sources, and ten contextual materials published or current between 2021 and 2026 through explicit decision rules and evidence notes. Results: Creative agency was most frequently represented as an integrated human–machine–platform chain combining initiation, prompting, generation, revision, and mediation. Institutional constraints dominated the corpus, while aesthetic, technical, legal, economic, and data-related conditions operated as enabling, limiting, or simultaneously ambivalent forces. Human accountability and platform power were substantially more prevalent than contractual output ownership, indicating that creative participation, legal authorship, and institutional control remain unevenly distributed. Implication: Legitimate machine co-authorship requires transparent contribution, proportionate attribution, human editorial responsibility, accountable training practices, and governance capable of protecting creative diversity. Novelty: This study contributes an integrated framework that connects distributed agency, creativity-under-constraint, and authorship politics within a single document-level analytical architecture.
Algorithmic muse reconsidered: creativity, constraint, and the politics of machine co-authorship Tope Joseph Olorunmola; Ahmad Dafa Asyaddad
Lingua Technica: Journal of Digital Literary Studies Vol. 2 No. 2 (2026): Meta-literature: between authorship and machine-mediated literary creativity
Publisher : Asosiasi Relawan dan Pengelola Jurnal LPTNU (ARJUNU)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64595/lingtech.v2i2.157

Abstract

Background: Generative artificial intelligence has transformed literary production across publishing, education, cultural industries, and digital platforms while intensifying disputes over creativity, attribution, ownership, accountability, and platform power. Objective: This study examines how creative agency, constraint regimes, and authorship governance are configured across contemporary machine co-authorship discourse and what these configurations reveal about institutional legitimacy. Method: Using qualitative comparative documentary analysis, this study coded forty publicly accessible records comprising thirteen primary documents, seventeen secondary sources, and ten contextual materials published or current between 2021 and 2026 through explicit decision rules and evidence notes. Results: Creative agency was most frequently represented as an integrated human–machine–platform chain combining initiation, prompting, generation, revision, and mediation. Institutional constraints dominated the corpus, while aesthetic, technical, legal, economic, and data-related conditions operated as enabling, limiting, or simultaneously ambivalent forces. Human accountability and platform power were substantially more prevalent than contractual output ownership, indicating that creative participation, legal authorship, and institutional control remain unevenly distributed. Implication: Legitimate machine co-authorship requires transparent contribution, proportionate attribution, human editorial responsibility, accountable training practices, and governance capable of protecting creative diversity. Novelty: This study contributes an integrated framework that connects distributed agency, creativity-under-constraint, and authorship politics within a single document-level analytical architecture.
Digital media and sustainable development: A development communication perspective Tope Joseph Olorunmola; Bashir Amoda Ajijola; Halimat Abdulrazak; Khadijat Olubukola Saliu; Fatimoh Zubair Shade
Indonesian Journal of Language and Communication Studies Vol. 1 No. 3 (2026): Digital citizenship, identity, and public discourse in Indonesia
Publisher : CV Narasi Khatulistiwa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.67490/ijlc.v1i3.1008

Abstract

Background: Digital media has become an increasingly important instrument for communication, social mobilisation and development in contemporary society. Objective: This paper examines the relationship between digital media and sustainable development from a development communication perspective, with particular attention to the Nigerian context. Method: The paper adopts a conceptual review approach to examine the meaning, characteristics and types of digital media and their potential contributions to sustainable development. Results: The review establishes that digital media is characterised by speed, accessibility, interactivity, multimedia capacity, user-generated content, wide geographical reach and rapid feedback, which enable individuals, governments, development agencies and communities to disseminate and access development-related information more efficiently. Social media, websites, online news platforms, blogs, podcasts, mobile applications, video-sharing platforms and digital streaming services are identified as major forms of digital media that provide opportunities for information dissemination, public education, knowledge sharing, social mobilisation, behavioural change and citizen participation, and that contribute to the economic, social, environmental and governance dimensions of sustainable development through entrepreneurship, education, health communication, environmental awareness, public participation and access to information. However, challenges such as misinformation, the digital divide, inadequate digital infrastructure, limited digital literacy and cybersecurity concerns may constrain its developmental impact. Novelty: This paper offers an integrated conceptual perspective that connects digital-media characteristics and typologies to the economic, social, environmental and governance dimensions of sustainable development within a development-communication framework specific to the Nigerian context.